The goal of this application is to identify the critical groups of users. It will categorise users into different segmentations and try to map these groups with existing Personas.
The dataset, which is Google Analytics data of a website in the last 12 months, has more than billion rows and hundred columns. In this application, I have applied SQL and Pandas for data preparation, Matplotlib for data exploration, and ScikitLearn package in Python for building models.
A Telegram bot in Python, which will automatically push the top listings into the Domain channel on Telegram each day. The top listings, which is derived using Natural language processing (NLP) by @Min Li, show properties with the most beautiful views like beaches, lakes, and city views. Customers can join Domain Scenery Views channel on Telegram to receive the news. Tech stack: Python, SQL, Telegram Bot API
For further detail, please check this report.